Follow the 4-Phase Checkpoint Method that eliminates revision cycles, catches bugs before they happen, and lets you ship 2-3x faster.
How to structure AI prompts so revision cycles drop 40-50%
The exact 4 phases senior engineers use to ship faster and catch bugs early
How to stop fighting with AI for clarification — force the right output FIRST
Real prompts you can copy-paste and use today across 10+ common tasks
How to transform AI from assistant to strategic partner who reads requirements perfectly
How to say goodbye to painful code reviews — every task is scoped, tested, and documented before shipping
Define what you're building. Get AI to restate it. Catch misunderstandings before code.
Pick the tech. Outline test strategy. Establish architecture before implementation.
Break it into reviewable chunks. Size each task so it's testable and contained.
Execute task-by-task with code review gates. Validate each piece before moving forward.
"We were losing time in back-and-forth with AI. After structuring our approach, we ship features 60% faster. The biggest win: decisions are already documented so we don't have to explain them repeatedly."
Sarah Chen
Senior Engineer, Series B SaaS
"Our code reviews were painful because AI PRs had no context. This framework fixed it. Now every task is scoped, tested, and has a clear reason for existing. Code quality went up, review time went down."
Marcus Thompson
Tech Lead, Fintech Startup
Join engineers who are shipping faster with structured AI prompting.